qiaoyi xu, afzan adam, azizi abdullah, nurkhairul bariyah.  (2025).  a review of advanced deep learning methods of multi-target segmentation for breast cancer wsis.  - ieee access.  76016 - 76037. 

nedaa almansour, shahnorbanun sahran, azizi abdullah, dheeb albashish, jemaima che hamzah.  (2025).  hyperparameter optimization of convolutional neural networks using particle swarm optimization for diabetic retinopathy detection.  - peerj computer science.  1 - 39. 

qiaoyi xu, afzan adam, azizi abdullah, nurkhairul bariyah.  (2025).  advanced deep learning approaches in detection technologies for comprehensive breast cancer assessment based on wsis: a systematic literature review.  - diagnostics.  1 - 24. 

ahmed oday, azizi abdullah, shahnorbanun sahran.  (2025).  yolo-osam reassembly spatial attention mechanisms for facial expression recognition.  - traitement du signal.  2379 - 2387. 

azizi abdullah, wei soong wong, dheeb albashish.  (2025).  eb-cnn: ensemble of branch convolutional neural network for image classification.  - pattern recognition letters.  1 - 7. 

zuraini othman, sharifah sakinah syed ahmad, nur hajar zamah shari, azizi abdullah, anton satria prabuwono.  (2024).  analysis of adaptive threshold value using weighted global and local approach method for herbs leaves image data.  - journal of advanced research in applied sciences and engineering technology.  274 - 287. 

diah arianti, azizi abdullah, shahnorbanun sahran, wong zhyqin.  (2024).  weighted pso ensemble using diversity of cnn classifiers and color space for endoscopy image classification.  - international journal of advanced computer science and applications.  1137-1114. 

dheeb albashish, hossam m. j. mustafa, ruba abu khurma, basela hasan, sulieman bani-ahmad, azizi abdullah, anas arram.  (2024).  enhanced meta-heuristic methods for industrial winding process modelling.  - expert systems.  1 - 23. 

ahmad jazimin jusoh, muh khairul wajedi imami, ciptro handrianto, ahmad nazir mohd isa, siti zobidah omar, azizi abdullah, suzaily wahab.  (2023).  verification the reliability and validity of a malaysian version of rathus assertiveness schedule as drug prevention scale.  - islamic guidance and counseling journal.  1-16. 

norizan mat diah, ratna zuarni ramli, nor azan mat zin and azizi abdullah.  (2022).  real-time feedback engine for online jawi character recognition.  - international journal of advanced technology and engineering exploration.  477-489. 

monirul islam pavel, siok yee tan, and azizi abdullah.  (2022).  vision-based autonomous vehicle systems based on deep learning: a systematic literature review.  - applied sciences.  1-51. 

nor ashidah selamat dan azizi abdullah dan norizan mat diah.  (2022).  association features of smote and rose for drug addiction relapse risk.  - journal of king saud university - computer and information sciences.  7710-7719. 

xuanzhi liao, shahnorbanun sahran, azizi abdullah and syaimak abdul shukor.  (2022).  adacb: an adaptive gradient method with convergence range bound of learning rate.  - applied sciences.  9389-9404. 

amran binomairah, azizi abdullah, bee ee khoo, zeinab mahdavipour, teow wee teo, nor shahirah mohd noor and mohd zaid abdullah.  (2022).  detection of microcracks and dark spots in monocrystalline perc cells using photoluminescene imaging and yolo-based cnn with spatial pyramid pooling.  - epj photovoltaics.  1-12. 

azizi abdullah, izwan azmi, mohammad faidzul nasrudin, mohammed salameh.  (2021).  fixed partitioning using an heuristic approach for loop closure detection.  - journal of theoretical and applied information technology.  1719-1729. 

siok yee tan, haslina arshad, azizi abdullah.  (2021).  an improved colour binary descriptor algorithm for mobile augmented reality.  - virtual reality.  1193-1219. 

azizi abdullah and warhamni jani@mokhtar.  (2021).  soft marking scheme of svm hierarchical classifiers for attack classification.  - journal of computer science.  803-813. 

ciptro handrianto, ahmad jazimin jusoh, pauline swee choo goh, nazre abdul rashid, azizi abdullah and m. arinal rahman.  (2021).  teaching competency of teachers for curbing drug and substance abuse (dsa) in malaysian secondary schools.  - journal of drug and alcohol research.  1-7. 

zuraini othman, azizi abdullah, fauziah kasmin and sharifah sharifah sakinah syed ahmad.  (2020).  adaptive multi type of interpolation for iris localization.  - international journal of advanced trends in computer science and engineering.  5053-5058. 

azizi abdullah, jaison oothariasamy.  (2020).  vehicle counting using deep learning models: a comparative study.  - international journal of advanced computer science and applications.  697-703. 

siok yee tan, haslina arshad, azizi abdullah.  (2019).  distinctive accuracy measurement of binary descriptors in mobile augmented reality.  - plos one.  . 

mudzfirah abdul halim dan azizi abdullah dan khairul akram zainol ariffin.  (2019).  recurrent neural network for malware detection.  - international journal of advances in soft computing and its application.  46-63. 

siti norul huda sheikh abdullah, abbas salimi zaini, bedir yilmaz, azizi abdullah, nor sakinah binti md othman, ven jyn kok.  (2019).  contour based tracking for driveway entrance counting system.  - international journal of integrated engineering.  1-10. 

zuraini othman, azizi abdullah, anton satria prabuwono.  (2018).  iris localization algorithm using region growing and support vector machine.  - advanced science letters.  1005-1011. 

nor azman mat ariff, azizi abdullah, mohammad faidzul nasrudin.  (2018).  experimental approach based on ensemble and frequent itemset mining for image spam filtering.  - journal of telecommunication, electronic and computer engineering.  . 

dheeb albashish, shahnorbanun sahran, azizi abdullah, mohammed alwesha, afzan adam.  (2018).  a hierarchical classifier for multiclass prostate histopathology image gleason grading.  - journal of information and communication technology.  . 

shahnorbanun sahrana, dheeb albashishb, azizi abdullaha, nordashima abd shukorc, suria hayati md pauzi.  (2018).  absolute cosine-based svm-rfe feature selection method for prostate histopathological grading.  - artificial intelligence in medicine.  . 

siok yee tan, haslina arshad, azizi abdullah.  (2018).  an efficient and robust mobile augmented reality application.  - international journal on advanced science, engineering and information technology,.  . 

mohammed salameh, azizi abdullah, shahnorbanun sahran.  (2018).  multiple descriptors for visual odometry trajectory estimation.  - international journal on advanced science, engineering and information technology.  . 

zuraini othman, azizi abdullah.  (2018).  adaptive threshold and piecewise fitting for iris localisation.  - journal of telecommunication, electronic and computer engineering.  . 

wan noor aziezan baharuddin, siti norul huda sheikh abdullah, shahnorbanun sahran, ashwaq qasem, rizuana iqbal hussain, azizi abdullah.  (2018).  breast tissue classification via interval type 2 fuzzy logic based rough set.  - international journal on advanced science, engineering and information technology.  . 

fauziah kasmin, azizi abdullah dan anton satria prabuwono.  (2017).  weight determination for supervised binarization algorithm based on or decomposition.  - jurnal teknologi.  97-106. 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2017).  retinal blood vessel segmentation using ensemble of single oriented mask filters.  - international journal of electrical and computer engineering.  1414-1422. 

f. kasmin, a. abdullah, a.s. prabuwono.  (2017).  ensemble of steerable local neighbourhood grey-level information for binarization.  - pattern recognition letters.  8-15. 

joko siswantoro, anton satria prabuwono, azizi abdullah, bahari indrus.  (2017).  hybrid neural network and linear model for natural produce recognition using computer vision.  - journal of ict research and applications.  184-198. 

mohammed omar salameh, azizi abdullah and shahnorbanun sahran.  (2017).  ensemble of bayesian filters for loop closure detection.  - pertanika journal of science & technology.  235-242. 

joko siswantoro,anton satria prabuwono,azizi abdullah,bahari idrus.  (2016).  a linear model based on kalman filter for improving neural network classification performance.  - expert systems with applications.  112-122. 

dheeb albashish, shahnorbanun sahran, azizi abdullah, nordashima abd shukor, suria pauzi.  (2016).  ensemble learning of tissue components for prostate histopathology image grading.  - international journal on advanced science engineering information technology.  1134-1140. 

siok yee tan, haslina arshad, azizi abdullah, waqas khalid obeidy.  (2016).  a new illumination invariant feature based on freak descriptor in rgb color space.  - journal of theoretical and applied information technology.  207-214. 

fauziah kasmin, azizi abdullah, anton satria prabuwono.  (2015).  ensembles of normalization techniques to improve the accuracy of otsu method.  - applied mathematical sciences.  1565 - 1578. 

joko siswantoro,anton satria prabuwono, azizi abdullah.  (2014).  volume measurement algorithm for food product with irregular shape using computer vision based on monte carlo method.  - journal of ict research and applications.  1-17. 

joko siswantoro,anton satria prabuwono, azizi abdullah,and bahari idrus.  (2014).  monte carlo method with heuristic adjustment for irregularly shaped food product volume measurement.  - the scientific world journal.  2014:1-10. 

abbas m. ali, md jan nordin and azizi abdullah.  (2014).  a spatial visual words of discrete image scene for indoor localization.  - research journal of applied sciences, engineering and technology.  7(14): 2806-2812. 

s. nashat, a. abdullah, m.z. abdullah.  (2014).  machine vision for crack inspection of biscuits featuring pyramid detection scheme.  - journal of food engineering.  120:233-247. 

fauziah kasmin, anton satria prabuwono, azizi abdullah.  (2012).  detection of leukemia in human blood sample based on microscopic images: a study.  - journal of theoretical and applied information technology.  46(2):0579-0586. 

s. nashat, a. abdullah, m. z. abdullah.  (2012).  unimodal thresholding for laplacian-basedcanny deriche filter.  - pattern recognition letters.  33(10):1269-1286. 

s. nashat, a. abdullah, s. aramvith, m.z. abdullah.  (2011).  support vector machine approach to real-time inspection of biscuits on moving conveyor belt.  - computers and electronics in agriculture.  75(1):147-158.